EP4571741A4 - Verfahren zur trennung einer zielschallquelle von einer gemischten schallquelle und elektronische vorrichtung dafür - Google Patents

Verfahren zur trennung einer zielschallquelle von einer gemischten schallquelle und elektronische vorrichtung dafür

Info

Publication number
EP4571741A4
EP4571741A4 EP23855072.7A EP23855072A EP4571741A4 EP 4571741 A4 EP4571741 A4 EP 4571741A4 EP 23855072 A EP23855072 A EP 23855072A EP 4571741 A4 EP4571741 A4 EP 4571741A4
Authority
EP
European Patent Office
Prior art keywords
sound source
separating
electronic device
device therefor
mixed
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP23855072.7A
Other languages
English (en)
French (fr)
Other versions
EP4571741A1 (de
Inventor
Jaemo Yang
Joonhyuk Chang
Geeyeun Kim
Hangil Moon
Kyoungho Bang
Dail Kim
Yungyeo Kim
Minsang Baek
Wongook Choi
Jeonghwan Choi
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Samsung Electronics Co Ltd
Industry University Cooperation Foundation IUCF HYU
Original Assignee
Samsung Electronics Co Ltd
Industry University Cooperation Foundation IUCF HYU
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from KR1020220125096A external-priority patent/KR20240025427A/ko
Application filed by Samsung Electronics Co Ltd, Industry University Cooperation Foundation IUCF HYU filed Critical Samsung Electronics Co Ltd
Priority claimed from PCT/KR2023/010971 external-priority patent/WO2024039102A1/ko
Publication of EP4571741A1 publication Critical patent/EP4571741A1/de
Publication of EP4571741A4 publication Critical patent/EP4571741A4/de
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L21/00—Speech or voice signal processing techniques to produce another audible or non-audible signal, e.g. visual or tactile, in order to modify its quality or its intelligibility
    • G10L21/02—Speech enhancement, e.g. noise reduction or echo cancellation
    • G10L21/0272—Voice signal separating
    • G10L21/0308—Voice signal separating characterised by the type of parameter measurement, e.g. correlation techniques, zero crossing techniques or predictive techniques
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
    • G10L25/78—Detection of presence or absence of voice signals
    • G10L25/81—Detection of presence or absence of voice signals for discriminating voice from music
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
    • G10L25/27—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the analysis technique
    • G10L25/30—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the analysis technique using neural networks
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
    • G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
    • G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • Multimedia (AREA)
  • Software Systems (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Acoustics & Sound (AREA)
  • General Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Human Computer Interaction (AREA)
  • Signal Processing (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Databases & Information Systems (AREA)
  • Quality & Reliability (AREA)
  • Telephone Function (AREA)
EP23855072.7A 2022-08-18 2023-07-27 Verfahren zur trennung einer zielschallquelle von einer gemischten schallquelle und elektronische vorrichtung dafür Pending EP4571741A4 (de)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
KR20220103538 2022-08-18
KR1020220125096A KR20240025427A (ko) 2022-08-18 2022-09-30 혼합 음원으로부터 타겟 음원을 분리하는 방법 및 그 전자 장치
PCT/KR2023/010971 WO2024039102A1 (ko) 2022-08-18 2023-07-27 혼합 음원으로부터 타겟 음원을 분리하는 방법 및 그 전자 장치

Publications (2)

Publication Number Publication Date
EP4571741A1 EP4571741A1 (de) 2025-06-18
EP4571741A4 true EP4571741A4 (de) 2025-07-30

Family

ID=89907129

Family Applications (1)

Application Number Title Priority Date Filing Date
EP23855072.7A Pending EP4571741A4 (de) 2022-08-18 2023-07-27 Verfahren zur trennung einer zielschallquelle von einer gemischten schallquelle und elektronische vorrichtung dafür

Country Status (2)

Country Link
US (1) US12424241B2 (de)
EP (1) EP4571741A4 (de)

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20200160878A1 (en) * 2018-11-16 2020-05-21 Samsung Electronics Co., Ltd. Electronic device and method of recognizing audio scene

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3074952B2 (ja) 1992-08-18 2000-08-07 日本電気株式会社 雑音除去装置
JP3434730B2 (ja) 1999-05-21 2003-08-11 Ｎｅｃエレクトロニクス株式会社 音声認識方法および装置
KR100413797B1 (ko) 2001-08-23 2003-12-31 삼성전자주식회사 음성 신호 보상 방법 및 그 장치
KR101456866B1 (ko) 2007-10-12 2014-11-03 삼성전자주식회사 혼합 사운드로부터 목표 음원 신호를 추출하는 방법 및장치
KR101620866B1 (ko) 2014-12-17 2016-05-13 서울대학교산학협력단 학습 기법을 적용한 사전 학습 알고리즘 기반의 음원 분리 방법
US11568731B2 (en) 2019-07-15 2023-01-31 Apple Inc. Systems and methods for identifying an acoustic source based on observed sound
US10930301B1 (en) 2019-08-27 2021-02-23 Nec Corporation Sequence models for audio scene recognition
KR102740717B1 (ko) 2019-08-30 2024-12-11 엘지전자 주식회사 지능형 음원 분리 방법 및 장치
KR102845224B1 (ko) 2019-12-09 2025-08-12 삼성전자주식회사 전자 장치 및 이의 제어 방법
CN111179961B (zh) 2020-01-02 2022-10-25 腾讯科技（深圳）有限公司 音频信号处理方法、装置、电子设备及存储介质
CN111243620B (zh) 2020-01-07 2022-07-19 腾讯科技（深圳）有限公司 语音分离模型训练方法、装置、存储介质和计算机设备
US11114108B1 (en) 2020-05-11 2021-09-07 Cirrus Logic, Inc. Acoustic source classification using hyperset of fused voice biometric and spatial features
KR102410850B1 (ko) 2020-08-18 2022-06-20 부산대학교 산학협력단 잔향 제거 오토 인코더를 이용한 잔향 환경 임베딩 추출 방법 및 장치
US11257503B1 (en) 2021-03-10 2022-02-22 Vikram Ramesh Lakkavalli Speaker recognition using domain independent embedding

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20200160878A1 (en) * 2018-11-16 2020-05-21 Samsung Electronics Co., Ltd. Electronic device and method of recognizing audio scene

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
LEE JOO-HYUN ET AL: "NAS-TasNet: Neural Architecture Search for Time-Domain Speech Separation", IEEE ACCESS, vol. 10, 18 May 2022 (2022-05-18), USA, pages 56031 - 56043, XP093287735, ISSN: 2169-3536, Retrieved from the Internet <URL:https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9777717> [retrieved on 20250617], DOI: 10.1109/ACCESS.2022.3176003 *
See also references of WO2024039102A1 *
TZINIS EFTHYMIOS ET AL: "Improving Universal Sound Separation Using Sound Classification", ICASSP 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), IEEE, 4 May 2020 (2020-05-04), pages 96 - 100, XP033793569, [retrieved on 20200401], DOI: 10.1109/ICASSP40776.2020.9053921 *

Also Published As

Publication number Publication date
EP4571741A1 (de) 2025-06-18
US20240062773A1 (en) 2024-02-22
US12424241B2 (en) 2025-09-23

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